Diffusion Processes on $p$-Wasserstein Space over Banach Space
| Autor: | Ren, Panpan, Wang, Feng-Yu, Wittmann, Simon |
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| Rok vydání: | 2024 |
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| Druh dokumentu: | Working Paper |
| Popis: | To study diffusion processes on the $p$-Wasserstein space $\scr P_p $ for $p\in [1,\infty)$ over a separable, reflexive Banach space $X$, we present a criterion on the quasi-regularity of Dirichlet forms in $L^2(\scr P_p,\Lambda)$ for a reference probability $\Lambda$ on $\scr P_p$. It is formulated in terms of an upper bound condition with the uniform norm of the intrinsic derivative. The condition is easy to check in relevant applications and allows to construct a type of Ornstein-Uhlenbeck process on $\scr P_p$. We find a versatile class of quasi-regular local Dirichlet forms on $\scr P_p$ by using images of Dirichlet forms on the tangent space $L^p(X\to X,\mu_0)$ at a reference point $\mu_0\in \scr P_p$. The Ornstein-Uhlenbeck type Dirichlet form is an important example in this class. An $L^2$-estimate for the corresponding heat kernel is derived, based on the eigenvalues of the covariance operator of the underlying Gaussian measure. Comment: Acknowledgments added; Application of Sect. 3.2 revised; Typos corrected |
| Databáze: | arXiv |
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